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Frequency-Domain Inference Acceleration for Convolutional Neural Networks Using ReRAMs 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2023, 卷号: 34, 期号: 12, 页码: 3133-3146
作者:  Liu, Bosheng;  Jiang, Zhuoshen;  Wu, Yalan;  Wu, Jigang;  Chen, Xiaoming;  Liu, Peng;  Zhou, Qingguo;  Han, Yinhe
收藏  |  浏览/下载：8/0  |  提交时间：2023/12/04
Frequency-domain accelerator  energy efficiency  resistive random access memory  frequency-domain convolutions  
FeCrypto: Instruction Set Architecture for Cryptographic Algorithms Based on FeFET-Based In-Memory Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 9, 页码: 2889-2902
作者:  Liu, Rui;  Zhang, Xiaoyu;  Xie, Zhiwen;  Wang, Xinyu;  Li, Zerun;  Chen, Xiaoming;  Han, Yinhe;  Tang, Minghua
收藏  |  浏览/下载：9/0  |  提交时间：2023/12/04
Computing-in-memory (CiM)  cryptographic algorithm  ferroelectric field-effect transistor (FeFET)  instruc-tion set architecture (ISA)  
Scalable algorithm simplification using quantum AND logic 期刊论文
NATURE PHYSICS, 2022, 页码: 7
作者:  Chu, Ji;  He, Xiaoyu;  Zhou, Yuxuan;  Yuan, Jiahao;  Zhang, Libo;  Guo, Qihao;  Hai, Yongju;  Han, Zhikun;  Hu, Chang-Kang;  Huang, Wenhui;  Jia, Hao;  Jiao, Dawei;  Li, Sai;  Liu, Yang;  Ni, Zhongchu;  Nie, Lifu;  Pan, Xianchuang;  Qiu, Jiawei;  Wei, Weiwei;  Nuerbolati, Wuerkaixi;  Yang, Zusheng;  Zhang, Jiajian;  Zhang, Zhida;  Zou, Wanjing;  Chen, Yuanzhen;  Deng, Xiaowei;  Deng, Xiuhao;  Hu, Ling;  Li, Jian;  Liu, Song;  Lu, Yao;  Niu, Jingjing;  Tan, Dian;  Xu, Yuan;  Yan, Tongxing;  Zhong, Youpeng;  Yan, Fei;  Sun, Xiaoming;  Yu, Dapeng
收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12
Re-FeMAT: A Reconfigurable Multifunctional FeFET-Based Memory Architecture 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 5071-5084
作者:  Zhang, Xiaoyu;  Liu, Rui;  Song, Tao;  Yang, Yuxin;  Han, Yinhe;  Chen, Xiaoming
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Convolutional neural network (CNN)  ferroelectric field-effect transistor (FeFET)  few-shot learning  in-memory processing  ternary content-addressable memory (TCAM)  
Fast and High-Accuracy Approximate MAC Unit Design for CNN Computing 期刊论文
IEEE EMBEDDED SYSTEMS LETTERS, 2022, 卷号: 14, 期号: 3, 页码: 155-158
作者:  Xiao, Hang;  Xu, Haobo;  Chen, Xiaoming;  Wang, Yujie;  Han, Yinhe
收藏  |  浏览/下载：29/0  |  提交时间：2022/12/07
Approximate computing  convolution neural network  multiply and accumulate (MAC)  
Search-Free Inference Acceleration for Sparse Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2156-2169
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Wu, Jigang;  Chang, Liang;  Liu, Peng;  Xu, Haobo
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Internal interconnection  memory bandwidth  sparse accelerators  sparse convolution neural networks (CNNs)  
Toward Efficient Computing for Robotics: From a Circuit and System View 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 7, 页码: 3051-3056
作者:  Xu, Haobo;  Yang, Yuxin;  Min, Feng;  Huang, Junpei;  Chen, Xiaoming;  Han, Yinhe;  Sun, Ninghui
收藏  |  浏览/下载：23/0  |  提交时间：2022/12/07
Robots  Kinematics  Planning  Field programmable gate arrays  Image edge detection  Estimation  Circuits and systems  Robotics  accelerator  hardware  kinematics  motion planning  perception  
Higher order monotonicity and submodularity of influence in social networks: From local to global 期刊论文
INFORMATION AND COMPUTATION, 2022, 卷号: 285, 页码: 17
作者:  Chen, Wei;  Li, Qiang;  Shan, Xiaohan;  Sun, Xiaoming;  Zhang, Jialin
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Social networks  General Threshold model  Submodular  Higher order monotonicity  
VNet: a versatile network to train real-time semantic segmentation models on a single GPU 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 卷号: 65, 期号: 3, 页码: 2
作者:  Li, Wenxing;  Lin, Ning;  Zhang, Mingzhe;  Lu, Hang;  Chen, Xiaoming;  Li, Xiaowei
收藏  |  浏览/下载：44/0  |  提交时间：2021/12/01
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2021, 卷号: 26, 期号: 6, 页码: 24
作者:  Ning, Xuefei;  Ge, Guangjun;  Li, Wenshuo;  Zhu, Zhenhua;  Zheng, Yin;  Chen, Xiaoming;  Gao, Zhen;  Wang, Yu;  Yang, Huazhong
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
Neural architecture search  fault tolerance  neural networks